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SIEVE: A Space-Efficient Algorithm for Viterbi Decoding
Summary: Space-efficient Viterbi decoding for HMMs; SIEVE removes memory growth tied to observation count. Via divide-and-conquer DP recomputation, it preserves runtime while dramatically reducing RAM, enabling Viterbi on limited-memory devices.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 6479
- Venue
- SIGMOD
- Year
- 2022
- Pagerank
- 4.1945683e-05
- Overall Rank
- 11,365 | 20.94%
- DOI
-
10.1145/3514221.3526170
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